| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.492 | 1.550 |
|
Retracted Output
|
0.821 | -0.138 |
|
Institutional Self-Citation
|
-0.393 | -0.328 |
|
Discontinued Journals Output
|
-0.417 | -0.472 |
|
Hyperauthored Output
|
-1.086 | 0.597 |
|
Leadership Impact Gap
|
-2.219 | 0.020 |
|
Hyperprolific Authors
|
-0.402 | -0.350 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.649 | -0.362 |
Jönköping University demonstrates a solid and commendable overall integrity profile, reflected in a low aggregate risk score of 0.128. The institution exhibits significant strengths in maintaining scientific autonomy and quality control, with exceptionally low-risk indicators for the impact gap of its own research, publication in discontinued journals, and redundant output. These results underscore a robust internal governance framework. However, two areas require strategic attention: a rate of multiple affiliations and a rate of retracted output that are notably higher than national patterns. According to SCImago Institutions Rankings data, the university's academic excellence is particularly prominent in fields such as Dentistry (ranked 7th in Sweden), Business, Management and Accounting (9th), and Economics, Econometrics and Finance (10th). To fully align with its mission "to develop internationally competitive knowledge," it is crucial to address the identified vulnerabilities, as they could potentially undermine the perceived quality and integrity of its otherwise strong research ecosystem. A proactive review of affiliation and pre-publication review policies will ensure that its reputation for excellence remains unassailable.
The university's Z-score for multiple affiliations is 2.492, which is notably higher than the national average of 1.550. This indicates a high exposure to this particular risk factor, suggesting the institution is more prone to these practices than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” Given that the university's rate exceeds the already medium-risk national benchmark, it is advisable to review affiliation policies to ensure they promote genuine collaboration without creating incentives for diluting institutional identity.
With a Z-score of 0.821, the institution shows a moderate deviation from the national average of -0.138 in its rate of retracted publications. This suggests a greater sensitivity to risk factors leading to retractions compared to its peers in Sweden. Retractions are complex events; some result from the honest correction of errors, signifying responsible supervision. However, a rate significantly higher than the national average, as seen here, alerts to a potential vulnerability in the institution's integrity culture. It suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere, indicating a possible lack of methodological rigor that requires immediate qualitative verification by management.
Jönköping University displays a prudent profile in institutional self-citation, with a Z-score of -0.393, which is more rigorous than the national standard of -0.328. This indicates that the institution manages its citation practices with greater control than the average in its environment. A certain level of self-citation is natural, reflecting the continuity of research lines. The university's lower-than-average score demonstrates a healthy integration with the global scientific community, avoiding the "echo chambers" that can arise from disproportionately high rates. This result suggests the institution's academic influence is validated by external scrutiny rather than being inflated by internal dynamics.
The institution's rate of publication in discontinued journals shows a Z-score of -0.417, a figure that is slightly higher than the national average of -0.472 but still firmly in the very low-risk category. This represents only residual noise in an otherwise inert environment. A high proportion of output in such journals would be a critical alert regarding due diligence in selecting dissemination channels. However, the university's minimal score indicates that its researchers are effectively avoiding predatory or low-quality publishing practices, thereby protecting its resources and reputation from significant risk in this area.
The university demonstrates institutional resilience against hyper-authorship, with a Z-score of -1.086, which is significantly lower than the national average of 0.597. This suggests that the institution's control mechanisms are effectively mitigating a systemic risk that is more prevalent at the national level. While extensive author lists are legitimate in "Big Science," a high Z-score outside these contexts can indicate author list inflation. Jönköping University's low score is a positive signal that it successfully distinguishes between necessary massive collaboration and questionable authorship practices, thereby upholding individual accountability and transparency.
With a Z-score of -2.219, the university shows an exceptionally strong and positive profile in its research leadership impact, especially when compared to the national average of 0.020. This reflects a state of preventive isolation, where the institution does not replicate the risk dynamics observed in its environment. A wide positive gap in this indicator often signals that an institution's scientific prestige is dependent on external partners rather than its own structural capacity. Jönköping University's very low score is a clear sign of robust internal capabilities, demonstrating that its scientific excellence results from its own intellectual leadership, which ensures long-term sustainability.
The institution maintains a prudent profile regarding hyperprolific authors, with a Z-score of -0.402, which is below the national average of -0.350. This indicates that the university manages this aspect with more rigor than the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or quantity-over-quality dynamics. The university's controlled, low-risk score suggests a healthy balance, fostering productivity without compromising the integrity of the scientific record.
Jönköping University's Z-score for output in its own journals is -0.268, showing almost perfect alignment with the national average of -0.262. This integrity synchrony reflects a shared environment of maximum scientific security in this area. Excessive dependence on in-house journals can raise conflicts of interest and risks of academic endogamy by bypassing independent external peer review. The university's very low score, consistent with the national trend, indicates that its scientific production is overwhelmingly validated through standard competitive channels, ensuring global visibility and credibility.
The university exhibits low-profile consistency in its rate of redundant output, with a Z-score of -0.649, which is well within the very low-risk category and below the low-risk national average of -0.362. The absence of risk signals in this area aligns with, and even improves upon, the national standard. A high value for this indicator would alert to the practice of "salami slicing," where studies are fragmented to artificially inflate productivity. The university's very low score confirms that its research output prioritizes significant new knowledge over sheer volume, thereby upholding the integrity of the scientific evidence base.